Architecture audit / layering scan of a repo with AGENT SCAN, heuristic passes, and a filled REPORT TEMPLATE
Use only when creating new registrable ML components that require Factory or Registry patterns.
Design architecture foundations before implementation.
Master proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design to build…
This skill should be used when the user wants to bulk-build ArcKit artefacts in parallel rather than running individual /arckit:* commands…
Discover external data sources (APIs, datasets, open data portals) to fulfil project requirements
[COMMUNITY] Assess public code reuse opportunities before building from scratch — search code.gouv.fr, the SILL, and European public code…
Discover reusable UK government code before building from scratch
Review High-Level Design (HLD) against architecture principles and requirements
Generate argparse-based Python CLI applications with subparsers, type converters, and standard library patterns.
Diagnose xcodebuild builds using argus. Use this instead of parsing xcodebuild output to avoid filling the context window. Query build…
Design architecture for Ark features following existing patterns and principles.
Regenerate and debug types across the ARK stack (SDK, API, Dashboard).
Optimize React Native app performance including bridge optimization, list rendering, memory management, and profiling.
This skill should be used when the user says "execute plan with teams", "run plan teams", "execute with agent teams", "team execution"…
Clarify requirements before implementing.
Configure AssemblyAI local development with hot reload and testing.
Implement AssemblyAI rate limiting, backoff, and queue-based throttling.
Implement AssemblyAI webhook handling for transcription completion events.
Audits game assets for compliance with naming conventions, file size budgets, format standards, and pipeline requirements.
Use when importing and managing assets — image compression, 3D scene import, audio formats, resource formats, and import configuration